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文件列表

  1. 20 Handling errors during ETL Phases 1 2/128 What do you do when your source file is corrupt Part 1.mp4 257MB
  2. 20 Handling errors during ETL Phases 1 2/130 SSIS Error Data truncation.mp4 244MB
  3. 20 Handling errors during ETL Phases 1 2/134 How to analyze the error files.mp4 239MB
  4. 27 Homework Solutions/206 ETL Error Handling Phases 1 and 2.mp4 239MB
  5. 27 Homework Solutions/207 ETL Error Handling Vehicle Service Project Part 1 of 3.mp4 184MB
  6. 26 Presenting for Data Scientists/196 Intro dissection - recap.mp4 165MB
  7. 23 Handling errors during ETL Phase 3/174 Upload the data to RAW table.mp4 145MB
  8. 27 Homework Solutions/209 ETL Error Handling Vehicle Service Project Part 3 of 3.mp4 139MB
  9. 13 Assessing your model/082 How to build a CAP curve in Excel.mp4 127MB
  10. 20 Handling errors during ETL Phases 1 2/126 Bulletproof Blueprint for Data Wrangling before the Load.mp4 126MB
  11. 22 ETL Phase 3 Data Wrangling after the load/166 Create the proc for the second file.mp4 124MB
  12. 20 Handling errors during ETL Phases 1 2/125 How excel can mess up your data.mp4 111MB
  13. 22 ETL Phase 3 Data Wrangling after the load/171 What you can do with these tables going forward drv files etc..mp4 110MB
  14. 26 Presenting for Data Scientists/197 REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4 104MB
  15. 27 Homework Solutions/208 ETL Error Handling Vehicle Service Project Part 2 of 3.mp4 103MB
  16. 12 Building a robust geodemographic segmentation model/073 Lets build the model - backward elimination STEP-BY-STEP.mp4 97MB
  17. 20 Handling errors during ETL Phases 1 2/138 Homework.mp4 96MB
  18. 10 Multiple Linear Regression/058 Using Adjusted R-squared to create Robust models.mp4 96MB
  19. 10 Multiple Linear Regression/057 Backward Elimination - Practice time.mp4 95MB
  20. 14 Drawing insights from your model/094 Deriving insights from your coefficients advanced topic.mp4 92MB
  21. 26 Presenting for Data Scientists/199 How to present to executives.mp4 89MB
  22. 10 Multiple Linear Regression/059 Interpreting coefficients of MLR.mp4 89MB
  23. 13 Assessing your model/086 Applying the model to test data.mp4 89MB
  24. 26 Presenting for Data Scientists/202 Bonus my full presentation LIVE 2015.mp4 88MB
  25. 25 Working with people/190 The art of saying No.mp4 87MB
  26. 13 Assessing your model/087 Comparing training performance and test performance.mp4 87MB
  27. 12 Building a robust geodemographic segmentation model/076 Checking for multicollinearity using VIF.mp4 87MB
  28. 14 Drawing insights from your model/090 Power insights from your CAP.mp4 86MB
  29. 25 Working with people/189 Go and sit with them.mp4 85MB
  30. 25 Working with people/192 Building a data culture.mp4 82MB
  31. 22 ETL Phase 3 Data Wrangling after the load/167 Adding leading zeros.mp4 81MB
  32. 15 Model maintenance/098 Why do models deteriorate.mp4 81MB
  33. 22 ETL Phase 3 Data Wrangling after the load/168 Converting data on the fly.mp4 78MB
  34. 06 Advanced Data Mining With Tableau/034 Bonus Chi-Squared Test Stats Tutorial.mp4 75MB
  35. 20 Handling errors during ETL Phases 1 2/133 Automating Error Handling in SSIS Conditional Split Level 2.mp4 73MB
  36. 25 Working with people/186 Cross-departmental Work.mp4 71MB
  37. 06 Advanced Data Mining With Tableau/033 Visualising Balance and Estimated Salary distribution.mp4 71MB
  38. 23 Handling errors during ETL Phase 3/178 How to deal with errors using the isdate function.mp4 69MB
  39. 22 ETL Phase 3 Data Wrangling after the load/161 Modifying Stored Procedures.mp4 64MB
  40. 23 Handling errors during ETL Phase 3/177 How to deal errors using the len function.mp4 63MB
  41. 23 Handling errors during ETL Phase 3/176 How to deal with errors using the isnumeric function.mp4 62MB
  42. 22 ETL Phase 3 Data Wrangling after the load/162 Create table.mp4 61MB
  43. 20 Handling errors during ETL Phases 1 2/129 What do you do when your source file is corrupt Part 2.mp4 60MB
  44. 21 SQL Programming for Data Science/144 Using the WHERE clause to filter data.mp4 59MB
  45. 23 Handling errors during ETL Phase 3/175 Create Stored Proc.mp4 58MB
  46. 21 SQL Programming for Data Science/155 Practicing Joins.mp4 57MB
  47. 25 Working with people/188 Setting expectations and pre-project communication.mp4 55MB
  48. 26 Presenting for Data Scientists/198 My brainstorming method.mp4 55MB
  49. 26 Presenting for Data Scientists/195 Analysing the intro.mp4 55MB
  50. 21 SQL Programming for Data Science/147 Order By.mp4 54MB
  51. 12 Building a robust geodemographic segmentation model/074 Transforming independent variables.mp4 52MB
  52. 11 Logistic Regression/068 Interpreting coefficients of a logistic regression.mp4 51MB
  53. 06 Advanced Data Mining With Tableau/031 Validating Tableau Data Mining with a Chi-Squared test.mp4 50MB
  54. 07 --------------------------- Part 2 Modelling ---------------------------/038 Welcome to Part 2.mp4 50MB
  55. 23 Handling errors during ETL Phase 3/182 Part Completed.mp4 50MB
  56. 21 SQL Programming for Data Science/143 SELECT Statement.mp4 49MB
  57. 12 Building a robust geodemographic segmentation model/077 Correlation Matrix and Multicollinearity Intuition.mp4 49MB
  58. 22 ETL Phase 3 Data Wrangling after the load/164 Check if table exists drop table Truncate.mp4 49MB
  59. 20 Handling errors during ETL Phases 1 2/137 Summary.mp4 48MB
  60. 20 Handling errors during ETL Phases 1 2/132 Automating Error Handling in SSIS Conditional Split.mp4 48MB
  61. 26 Presenting for Data Scientists/200 The truth is not always pretty.mp4 47MB
  62. 20 Handling errors during ETL Phases 1 2/127 SSIS Error Text qualifier not specified.mp4 46MB
  63. 13 Assessing your model/084 Get my CAP curve template.mp4 45MB
  64. 23 Handling errors during ETL Phase 3/180 Additional Quality Assurance check ZipCode.mp4 45MB
  65. 20 Handling errors during ETL Phases 1 2/135 Due Dilligence the one thing you HAVE to do every time.mp4 45MB
  66. 06 Advanced Data Mining With Tableau/028 Creating bins Visualizing distributions.mp4 44MB
  67. 11 Logistic Regression/064 Logistic regression intuition.mp4 43MB
  68. 04 Introduction to Tableau/009 Installing Tableau Desktop and Tableau Public FREE.mp4 42MB
  69. 12 Building a robust geodemographic segmentation model/075 Creating derived variables.mp4 42MB
  70. 04 Introduction to Tableau/015 Adding labels and formatting.mp4 42MB
  71. 11 Logistic Regression/065 Your first logistic regression.mp4 42MB
  72. 21 SQL Programming for Data Science/145 How to use Wildcards Regular Expressions in SQL and _.mp4 42MB
  73. 10 Multiple Linear Regression/054 Dummy Variables.mp4 42MB
  74. 19 ETL Phase 2 Step-by-step guide to uploading data using SSIS/120 Setting up your database connection and creating a RAW table.mp4 41MB
  75. 25 Working with people/191 Sometimes you have to go to the top.mp4 41MB
  76. 22 ETL Phase 3 Data Wrangling after the load/170 Archiving Procs.mp4 40MB
  77. 14 Drawing insights from your model/092 Odds ratio advanced topic.mp4 40MB
  78. 06 Advanced Data Mining With Tableau/035 Bonus Chi-Squared Test Part 2 Stats Tutorial.mp4 40MB
  79. 22 ETL Phase 3 Data Wrangling after the load/169 How to create a proc template.mp4 39MB
  80. 25 Working with people/187 Come to me with a Business Problem.mp4 38MB
  81. 04 Introduction to Tableau/016 Exporting your worksheet.mp4 37MB
  82. 21 SQL Programming for Data Science/151 Working with NULLs.mp4 37MB
  83. 05 How to use Tableau for Data Mining/025 Handy trick to validate your approach data.mp4 37MB
  84. 11 Logistic Regression/061 Intro what you will learn in this section.mp4 37MB
  85. 11 Logistic Regression/063 Binary outcome YesNo-Type Business Problems.mp4 36MB
  86. 18 ETL Phase 1 Data Wrangling before the Load/113 Two things you HAVE to do before the load.mp4 36MB
  87. 10 Multiple Linear Regression/053 Get the dataset.mp4 36MB
  88. 20 Handling errors during ETL Phases 1 2/131 Handy trick for finding anomalies in SQL.mp4 36MB
  89. 12 Building a robust geodemographic segmentation model/078 Model is Ready and Section Recap.mp4 35MB
  90. 01 Get Excited/001 Welcome to Data Science A-ZTM.mp4 35MB
  91. 05 How to use Tableau for Data Mining/024 Looking for anomalies.mp4 34MB
  92. 12 Building a robust geodemographic segmentation model/072 Lets build the model - first iteration.mp4 34MB
  93. 23 Handling errors during ETL Phase 3/183 ETL Error Handling Vehicle Service Project.mp4 34MB
  94. 26 Presenting for Data Scientists/201 Passion and the Wow-factor.mp4 34MB
  95. 16 --------------------------- Part 3 Data Preparation ---------------------------/101 Welcome to Part 3.mp4 33MB
  96. 21 SQL Programming for Data Science/150 Using Cast vs Convert.mp4 32MB
  97. 09 Simple Linear Regression/050 Plotting and analysing the graph.mp4 31MB
  98. 03 --------------------------- Part 1 Visualisation ---------------------------/007 Welcome to Part 1.mp4 30MB
  99. 09 Simple Linear Regression/049 Reading Linear Regression Output.mp4 30MB
  100. 19 ETL Phase 2 Step-by-step guide to uploading data using SSIS/119 Setting up your flat file source connection.mp4 29MB
  101. 13 Assessing your model/083 Assessing your model using the CAP curve.mp4 28MB
  102. 23 Handling errors during ETL Phase 3/179 Additional Quality Assurance check Balance.mp4 28MB
  103. 26 Presenting for Data Scientists/193 Intro what you will learn in this section.mp4 27MB
  104. 13 Assessing your model/081 Cumulative Accuracy Profile CAP.mp4 27MB
  105. 22 ETL Phase 3 Data Wrangling after the load/159 Create your first Stored Proc in SQL.mp4 27MB
  106. 12 Building a robust geodemographic segmentation model/070 Get the dataset.mp4 27MB
  107. 06 Advanced Data Mining With Tableau/030 Combining two charts and working with them in Tableau.mp4 27MB
  108. 02 What is Data Science/003 Profession of the future.mp4 27MB
  109. 10 Multiple Linear Regression/051 Intro what you will learn in this section.mp4 27MB
  110. 04 Introduction to Tableau/014 Adding colours.mp4 26MB
  111. 10 Multiple Linear Regression/056 Ways to build a model BACKWARD FORWARD STEPWISE.mp4 26MB
  112. 17 Business Intelligence BI Tools/109 Installing SSDT with MSVS Shell.mp4 25MB
  113. 04 Introduction to Tableau/012 Navigating Tableau - Measures and Dimensions.mp4 25MB
  114. 04 Introduction to Tableau/011 Connecting Tableau to a Data file - CSV file.mp4 25MB
  115. 23 Handling errors during ETL Phase 3/181 Additional Quality Assurance check Birthday.mp4 25MB
  116. 21 SQL Programming for Data Science/149 Implicit Data Conversion in SQL.mp4 24MB
  117. 05 How to use Tableau for Data Mining/019 Get the Dataset Project Overview.mp4 24MB
  118. 04 Introduction to Tableau/013 Creating a calculated field.mp4 23MB
  119. 11 Logistic Regression/066 False Positives and False Negatives.mp4 23MB
  120. 09 Simple Linear Regression/046 Introduction to Gretl.mp4 23MB
  121. 17 Business Intelligence BI Tools/106 Important Practice Database.mp4 23MB
  122. 15 Model maintenance/097 What does model deterioration look like.mp4 23MB
  123. 22 ETL Phase 3 Data Wrangling after the load/163 Insert INTO.mp4 23MB
  124. 26 Presenting for Data Scientists/194 Case study.mp4 22MB
  125. 05 How to use Tableau for Data Mining/023 Adding a Reference Line.mp4 22MB
  126. 06 Advanced Data Mining With Tableau/032 Chi-Squared test when there is more than 2 categories.mp4 21MB
  127. 04 Introduction to Tableau/010 Challenge description view data in file.mp4 21MB
  128. 06 Advanced Data Mining With Tableau/029 Creating a classification test for a numeric variable.mp4 21MB
  129. 17 Business Intelligence BI Tools/105 Setting up Microsoft SQL Server 2014 for practice.mp4 20MB
  130. 05 How to use Tableau for Data Mining/021 How to visualise an ad-hoc A-B test in Tableau.mp4 20MB
  131. 05 How to use Tableau for Data Mining/020 Connecting Tableau to an Excel File.mp4 20MB
  132. 06 Advanced Data Mining With Tableau/036 Section Recap.mp4 20MB
  133. 14 Drawing insights from your model/093 Odds Ratio vs Coefficients in a Logistic Regression advanced topic.mp4 20MB
  134. 22 ETL Phase 3 Data Wrangling after the load/156 Intro what you will learn in this section.mp4 19MB
  135. 22 ETL Phase 3 Data Wrangling after the load/160 Executing Stored Procedures.mp4 19MB
  136. 21 SQL Programming for Data Science/146 Comments in SQL.mp4 19MB
  137. 02 What is Data Science/004 Areas of Data Science.mp4 19MB
  138. 23 Handling errors during ETL Phase 3/172 Intro what you will learn in this section.mp4 19MB
  139. 27 Homework Solutions/204 Advanced Data Mining with Tableau Visualising Credit Score Tenure.mp4 19MB
  140. 02 What is Data Science/005 IMPORTANT Course Pathways.mp4 19MB
  141. 15 Model maintenance/099 Three levels of maintenance for deployed models.mp4 19MB
  142. 09 Simple Linear Regression/047 Get the dataset.mp4 19MB
  143. 21 SQL Programming for Data Science/152 Understanding how LEFT RIGHT INNER and OUTER joins work.mp4 18MB
  144. 19 ETL Phase 2 Step-by-step guide to uploading data using SSIS/122 Due Dilligence Upload Quality Assurance.mp4 18MB
  145. 20 Handling errors during ETL Phases 1 2/123 Intro what you will learn in this section.mp4 18MB
  146. 21 SQL Programming for Data Science/154 Joining on multiple fields.mp4 18MB
  147. 19 ETL Phase 2 Step-by-step guide to uploading data using SSIS/121 Run the Upload Disable.mp4 18MB
  148. 10 Multiple Linear Regression/060 Section Recap.mp4 17MB
  149. 05 How to use Tableau for Data Mining/022 Working with Aliases.mp4 16MB
  150. 08 Stats Refresher/044 Adjusted R-squared.mp4 16MB
  151. 05 How to use Tableau for Data Mining/026 Section Recap.mp4 16MB
  152. 21 SQL Programming for Data Science/148 Data Types in SQL.mp4 16MB
  153. 12 Building a robust geodemographic segmentation model/071 What is geo-demographic segmenation.mp4 16MB
  154. 24 --------------------------- Part 4 Communication ---------------------------/184 Welcome to Part 4.mp4 15MB
  155. 12 Building a robust geodemographic segmentation model/069 Intro what you will learn in this section.mp4 15MB
  156. 06 Advanced Data Mining With Tableau/027 Intro what you will learn in this section.mp4 15MB
  157. 19 ETL Phase 2 Step-by-step guide to uploading data using SSIS/116 Intro what you will learn in this section.mp4 15MB
  158. 18 ETL Phase 1 Data Wrangling before the Load/110 Intro what you will learn in this section.mp4 15MB
  159. 09 Simple Linear Regression/048 Import data and run descriptive statistics.mp4 14MB
  160. 21 SQL Programming for Data Science/142 Shortcut to upload the data.mp4 14MB
  161. 13 Assessing your model/085 How to use test data to prevent overfitting your model.mp4 14MB
  162. 27 Homework Solutions/205 Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4 14MB
  163. 14 Drawing insights from your model/091 Coefficients of a Logistic Regression - Plan of Attack advanced topic.mp4 14MB
  164. 17 Business Intelligence BI Tools/104 What is a Data Warehouse What is a Database.mp4 14MB
  165. 04 Introduction to Tableau/008 Intro what you will learn in this section.mp4 13MB
  166. 05 How to use Tableau for Data Mining/018 Intro what you will learn in this section.mp4 13MB
  167. 22 ETL Phase 3 Data Wrangling after the load/157 RAW WRK DRV tables.mp4 13MB
  168. 08 Stats Refresher/040 Types of variables Categorical vs Numeric.mp4 13MB
  169. 09 Simple Linear Regression/045 Intro what you will learn in this section.mp4 13MB
  170. 13 Assessing your model/088 Section Recap.mp4 13MB
  171. 10 Multiple Linear Regression/055 Dummy Variable Trap.mp4 13MB
  172. 25 Working with people/185 Intro what you will learn in this section.mp4 12MB
  173. 18 ETL Phase 1 Data Wrangling before the Load/115 Editpad Lite.mp4 11MB
  174. 21 SQL Programming for Data Science/139 Intro what you will learn in this section.mp4 11MB
  175. 11 Logistic Regression/067 Confusion Matrix.mp4 11MB
  176. 08 Stats Refresher/041 Types of regressions.mp4 10MB
  177. 17 Business Intelligence BI Tools/108 Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS.mp4 10MB
  178. 14 Drawing insights from your model/095 Section Recap.mp4 10MB
  179. 22 ETL Phase 3 Data Wrangling after the load/165 Intermediate Recap - Procs.mp4 10MB
  180. 15 Model maintenance/096 Intro what you will learn in this section.mp4 9MB
  181. 11 Logistic Regression/062 Get the dataset.mp4 9MB
  182. 13 Assessing your model/079 Intro what you will learn in this section.mp4 9MB
  183. 19 ETL Phase 2 Step-by-step guide to uploading data using SSIS/117 Starting and navigating an SSIS Project.mp4 9MB
  184. 20 Handling errors during ETL Phases 1 2/136 Types of Errors in SSIS.mp4 9MB
  185. 19 ETL Phase 2 Step-by-step guide to uploading data using SSIS/118 Creating a flat file source task and OLE DB destination.mp4 8MB
  186. 14 Drawing insights from your model/089 Intro what you will learn in this section.mp4 8MB
  187. 21 SQL Programming for Data Science/141 Getting To Know MS SQL Management Studio.mp4 8MB
  188. 21 SQL Programming for Data Science/153 Joins with duplicate values.mp4 8MB
  189. 08 Stats Refresher/043 R-squared.mp4 8MB
  190. 02 What is Data Science/002 Intro what you will learn in this section.mp4 8MB
  191. 08 Stats Refresher/039 Intro what you will learn in this section.mp4 7MB
  192. 18 ETL Phase 1 Data Wrangling before the Load/111 Preparing your folder structure for your Data Science project.mp4 7MB
  193. 18 ETL Phase 1 Data Wrangling before the Load/114 Notepad.mp4 6MB
  194. 13 Assessing your model/080 Accuracy paradox.mp4 6MB
  195. 17 Business Intelligence BI Tools/102 Intro what you will learn in this section.mp4 6MB
  196. 04 Introduction to Tableau/017 Section Recap.mp4 6MB
  197. 18 ETL Phase 1 Data Wrangling before the Load/112 Download the dataset for this section.mp4 5MB
  198. 22 ETL Phase 3 Data Wrangling after the load/158 Download the dataset for this section.mp4 5MB
  199. 08 Stats Refresher/042 Ordinary Least Squares.mp4 5MB
  200. 15 Model maintenance/100 Section Recap.mp4 4MB
  201. 10 Multiple Linear Regression/052 Caveat assumptions of a linear regression.mp4 4MB
  202. 17 Business Intelligence BI Tools/107 ETL for Data Science - what is Extract Transform Load ETL.mp4 4MB
  203. 20 Handling errors during ETL Phases 1 2/124 Download the dataset for this section.mp4 4MB
  204. 21 SQL Programming for Data Science/140 Download the dataset for this section.mp4 3MB
  205. 17 Business Intelligence BI Tools/103 Working with Data.mp4 3MB
  206. 23 Handling errors during ETL Phase 3/173 Download the dataset for this section.mp4 3MB
  207. 06 Advanced Data Mining With Tableau/037 Part Completed.mp4 2MB
  208. 04 Introduction to Tableau/quizzes/001 Tableau Basics.html 5KB
  209. 28 Bonus Lectures/210 YOUR SPECIAL BONUS.html 4KB
  210. 02 What is Data Science/006 BONUS Success Story.html 2KB
  211. 26 Presenting for Data Scientists/203 Bonus links to other examples of good storytelling.html 929B
  212. Freetutorials.us.url 119B
  213. [FreeTutorials.us].txt 75B